Pandas Profiling Report

Dataset statistics

Number of variables	10
Number of observations	2410845
Missing cells	28163
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	183.9 MiB
Average record size in memory	80.0 B

Variable types

Numeric	9
Categorical	1

Alerts

`Assessor Neighborhood` has a high cardinality: 90 distinct values	High cardinality
`Year Property Built` has 25899 (1.1%) missing values	Missing
`Number of Bathrooms` is highly skewed (γ1 = 43.42982487)	Skewed
`Number of Rooms` is highly skewed (γ1 = 56.70711952)	Skewed
`Number of Stories` is highly skewed (γ1 = 100.369881)	Skewed
`Number of Units` is highly skewed (γ1 = 144.696288)	Skewed
`Property Area` is highly skewed (γ1 = 76.57358633)	Skewed
`Lot Area` is highly skewed (γ1 = 410.9422795)	Skewed
`Assessed Value` is highly skewed (γ1 = 75.58785394)	Skewed
`Unnamed: 0` has unique values	Unique
`Number of Bathrooms` has 98378 (4.1%) zeros	Zeros
`Number of Rooms` has 157093 (6.5%) zeros	Zeros
`Number of Stories` has 293160 (12.2%) zeros	Zeros
`Number of Units` has 303575 (12.6%) zeros	Zeros
`Property Area` has 30420 (1.3%) zeros	Zeros
`Lot Area` has 597835 (24.8%) zeros	Zeros

Reproduction

Analysis started	2022-06-19 19:52:30.881500
Analysis finished	2022-06-19 19:54:10.802607
Duration	1 minute and 39.92 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

UNIQUE

Distinct	2410845
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1337842.145

Minimum	138
Maximum	2666116
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	138
5-th percentile	136204.2
Q1	670223
median	1338549
Q3	2004250
95-th percentile	2536607.6
Maximum	2666116
Range	2665978
Interquartile range (IQR)	1334027

Descriptive statistics

Standard deviation	770209.8177
Coefficient of variation (CV)	0.5757105356
Kurtosis	-1.204163683
Mean	1337842.145
Median Absolute Deviation (MAD)	667008
Skewness	-0.003571528488
Sum	3.225330046 × 10¹²
Variance	5.932231633 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
138	1	< 0.1%
1783107	1	< 0.1%
1783091	1	< 0.1%
1783092	1	< 0.1%
1783093	1	< 0.1%
1783094	1	< 0.1%
1783095	1	< 0.1%
1783096	1	< 0.1%
1783097	1	< 0.1%
1783098	1	< 0.1%
Other values (2410835)	2410835	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
138	1	< 0.1%
167	1	< 0.1%
175	1	< 0.1%
176	1	< 0.1%
179	1	< 0.1%
180	1	< 0.1%
183	1	< 0.1%
184	1	< 0.1%
185	1	< 0.1%
186	1	< 0.1%

Value	Count	Frequency (%)
2666116	1	< 0.1%
2666115	1	< 0.1%
2666114	1	< 0.1%
2666113	1	< 0.1%
2666112	1	< 0.1%
2666111	1	< 0.1%
2666110	1	< 0.1%
2666109	1	< 0.1%
2666108	1	< 0.1%
2666107	1	< 0.1%

Year Property Built
Real number (ℝ_≥0)

MISSING

Distinct	167
Distinct (%)	< 0.1%
Missing	25899
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	1940.998833

Minimum	1791
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	1791
5-th percentile	1900
Q1	1914
median	1935
Q3	1961
95-th percentile	2004
Maximum	2020
Range	229
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	32.47838956
Coefficient of variation (CV)	0.01673282282
Kurtosis	-0.6408308403
Mean	1940.998833
Median Absolute Deviation (MAD)	23
Skewness	0.6273453659
Sum	4629177402
Variance	1054.845788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1900	176419	7.3%
1925	69071	2.9%
1907	62336	2.6%
1924	61456	2.5%
1908	61140	2.5%
1926	55391	2.3%
1941	54155	2.2%
1923	53946	2.2%
1927	51432	2.1%
1940	51148	2.1%
Other values (157)	1688452	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1791	13	< 0.1%
1800	3	< 0.1%
1808	2	< 0.1%
1829	3	< 0.1%
1848	26	< 0.1%
1849	13	< 0.1%
1850	26	< 0.1%
1851	13	< 0.1%
1853	26	< 0.1%
1860	13	< 0.1%

Value	Count	Frequency (%)
2020	12	< 0.1%
2019	242	< 0.1%
2018	1053	< 0.1%
2017	1236	0.1%
2016	5691	0.2%
2015	2734	0.1%
2014	5123	0.2%
2013	1342	0.1%
2012	4607	0.2%
2011	931	< 0.1%

Number of Bathrooms
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	217
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.576149441

Minimum	0
Maximum	1002
Zeros	98378
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	6
Maximum	1002
Range	1002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	8.905069934
Coefficient of variation (CV)	3.456736551
Kurtosis	2909.166375
Mean	2.576149441
Median Absolute Deviation (MAD)	1
Skewness	43.42982487
Sum	6210697
Variance	79.30027052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	980385	40.7%
2	766287	31.8%
3	264235	11.0%
4	122996	5.1%
0	98378	4.1%
5	45089	1.9%
6	44967	1.9%
12	12387	0.5%
7	12128	0.5%
8	11282	0.5%
Other values (207)	52711	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98378	4.1%
1	980385	40.7%
2	766287	31.8%
3	264235	11.0%
4	122996	5.1%
5	45089	1.9%
6	44967	1.9%
7	12128	0.5%
8	11282	0.5%
9	7304	0.3%

Value	Count	Frequency (%)
1002	11	< 0.1%
850	13	< 0.1%
762	9	< 0.1%
712	13	< 0.1%
626	13	< 0.1%
606	13	< 0.1%
562	13	< 0.1%
560	13	< 0.1%
541	52	< 0.1%
533	1	< 0.1%

Number of Rooms
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	384
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.442546493

Minimum	0
Maximum	3606
Zeros	157093
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	6
Q3	8
95-th percentile	19
Maximum	3606
Range	3606
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	22.99133152
Coefficient of variation (CV)	2.723269755
Kurtosis	6015.945078
Mean	8.442546493
Median Absolute Deviation (MAD)	2
Skewness	56.70711952
Sum	20353671
Variance	528.6013252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	475699	19.7%
6	380518	15.8%
4	258806	10.7%
7	231673	9.6%
8	168402	7.0%
0	157093	6.5%
3	106458	4.4%
9	102507	4.3%
10	96077	4.0%
12	63503	2.6%
Other values (374)	370109	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157093	6.5%
1	17337	0.7%
2	43634	1.8%
3	106458	4.4%
4	258806	10.7%
5	475699	19.7%
6	380518	15.8%
7	231673	9.6%
8	168402	7.0%
9	102507	4.3%

Value	Count	Frequency (%)
3606	13	< 0.1%
2750	13	< 0.1%
2500	13	< 0.1%
1919	4	< 0.1%
1824	3	< 0.1%
1792	13	< 0.1%
1566	13	< 0.1%
1353	7	< 0.1%
1337	2	< 0.1%
1312	11	< 0.1%

Number of Stories
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	101
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.621974868

Minimum	0
Maximum	999
Zeros	293160
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	999
Range	999
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	7.208849116
Coefficient of variation (CV)	4.444488789
Kurtosis	11479.05178
Mean	1.621974868
Median Absolute Deviation (MAD)	1
Skewness	100.369881
Sum	3910330
Variance	51.96750558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1161425	48.2%
2	677409	28.1%
0	293160	12.2%
3	206051	8.5%
4	25932	1.1%
6	9044	0.4%
5	7658	0.3%
9	4917	0.2%
7	4398	0.2%
16	3833	0.2%
Other values (91)	17018	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	293160	12.2%
1	1161425	48.2%
2	677409	28.1%
3	206051	8.5%
4	25932	1.1%
5	7658	0.3%
6	9044	0.4%
7	4398	0.2%
8	3079	0.1%
9	4917	0.2%

Value	Count	Frequency (%)
999	14	< 0.1%
994	5	< 0.1%
988	4	< 0.1%
972	2	< 0.1%
963	13	< 0.1%
938	3	< 0.1%
935	2	< 0.1%
931	2	< 0.1%
930	2	< 0.1%
909	4	< 0.1%

Number of Units
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	277
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.970543108

Minimum	0
Maximum	4000
Zeros	303575
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	5
Maximum	4000
Range	4000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	16.0257345
Coefficient of variation (CV)	8.132648522
Kurtosis	30505.61349
Mean	1.970543108
Median Absolute Deviation (MAD)	0
Skewness	144.696288
Sum	4750674
Variance	256.8241662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1620757	67.2%
0	303575	12.6%
2	220995	9.2%
3	85007	3.5%
4	55365	2.3%
6	32258	1.3%
5	18987	0.8%
12	11664	0.5%
7	8393	0.3%
8	8359	0.3%
Other values (267)	45485	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	303575	12.6%
1	1620757	67.2%
2	220995	9.2%
3	85007	3.5%
4	55365	2.3%
5	18987	0.8%
6	32258	1.3%
7	8393	0.3%
8	8359	0.3%
9	5990	0.2%

Value	Count	Frequency (%)
4000	13	< 0.1%
3146	13	< 0.1%
2135	1	< 0.1%
1919	4	< 0.1%
1910	9	< 0.1%
1446	1	< 0.1%
1010	12	< 0.1%
986	6	< 0.1%
982	5	< 0.1%
875	3	< 0.1%

Property Area
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	12345
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3133.81705

Minimum	0
Maximum	4701100
Zeros	30420
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	654
Q1	1106
median	1500
Q3	2369
95-th percentile	6212
Maximum	4701100
Range	4701100
Interquartile range (IQR)	1263

Descriptive statistics

Standard deviation	20754.64527
Coefficient of variation (CV)	6.622800548
Kurtosis	11532.37878
Mean	3133.81705
Median Absolute Deviation (MAD)	508
Skewness	76.57358633
Sum	7555147165
Variance	430755300.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30420	1.3%
1000	20425	0.8%
1250	20332	0.8%
1200	19164	0.8%
1500	15814	0.7%
1150	15382	0.6%
1125	14449	0.6%
1300	14303	0.6%
800	13839	0.6%
1350	12800	0.5%
Other values (12335)	2233917	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30420	1.3%
1	88	< 0.1%
2	38	< 0.1%
3	23	< 0.1%
5	5	< 0.1%
6	6	< 0.1%
7	13	< 0.1%
9	1	< 0.1%
11	13	< 0.1%
45	3	< 0.1%

Value	Count	Frequency (%)
4701100	4	< 0.1%
4501125	4	< 0.1%
3015837	13	< 0.1%
1534312	13	< 0.1%
1471929	13	< 0.1%
1424230	13	< 0.1%
1420430	2	< 0.1%
1320000	13	< 0.1%
1300000	13	< 0.1%
1086700	13	< 0.1%

Lot Area
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	11770
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3075.241886

Minimum	0
Maximum	58001446
Zeros	597835
Zeros (%)	24.8%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	818
median	2495
Q3	3000
95-th percentile	5397
Maximum	58001446
Range	58001446
Interquartile range (IQR)	2182

Descriptive statistics

Standard deviation	137024.3103
Coefficient of variation (CV)	44.55724636
Kurtosis	173217.997
Mean	3075.241886
Median Absolute Deviation (MAD)	705
Skewness	410.9422795
Sum	7413931525
Variance	1.877566162 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	597835	24.8%
2500	145220	6.0%
2495	142642	5.9%
3000	139268	5.8%
2996	136589	5.7%
1750	29701	1.2%
1873	22747	0.9%
1875	18563	0.8%
2848	15099	0.6%
1746	14788	0.6%
Other values (11760)	1148393	47.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	597835	24.8%
0.12	13	< 0.1%
0.18	13	< 0.1%
0.19	13	< 0.1%
0.25	13	< 0.1%
0.3	30	< 0.1%
0.38	11	< 0.1%
1.22	13	< 0.1%
1.66	13	< 0.1%
1.69	13	< 0.1%

Value	Count	Frequency (%)
58001446	13	< 0.1%
10075000	11	< 0.1%
4774158	12	< 0.1%
1137903.4	6	< 0.1%
946865	2	< 0.1%
852686	8	< 0.1%
827600	2	< 0.1%
798187.5	13	< 0.1%
795033	3	< 0.1%
765625	16	< 0.1%

Assessor Neighborhood
Categorical

HIGH CARDINALITY

Distinct	90
Distinct (%)	< 0.1%
Missing	2264
Missing (%)	0.1%
Memory size	18.4 MiB

Inner Mission	87088
Central Sunset	76609
Noe Valley	73601
Parkside	72573
Excelsior	71578
Other values (85)	2027132

Length

Max length	29
Median length	22
Mean length	13.36312999
Min length	6

Characters and Unicode

Total characters	32186181
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hunters Point
2nd row	Lower Pacific Heights
3rd row	Hunters Point
4th row	Excelsior
5th row	Russian Hill

Common Values

Value	Count	Frequency (%)
Inner Mission	87088	3.6%
Central Sunset	76609	3.2%
Noe Valley	73601	3.1%
Parkside	72573	3.0%
Excelsior	71578	3.0%
Central Richmond	66570	2.8%
Pacific Heights	63864	2.6%
Outer Parkside	60539	2.5%
Potrero Hill	58478	2.4%
Outer Sunset	56572	2.3%
Other values (80)	1721109	71.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
heights	347021	7.3%
mission	215319	4.5%
outer	205742	4.3%
inner	202125	4.2%
sunset	185349	3.9%
hill	179798	3.8%
richmond	167135	3.5%
parkside	151673	3.2%
valley	148606	3.1%
central	143179	3.0%
Other values (101)	2811351	59.1%

Most occurring characters

Value	Count	Frequency (%)
e	3154567	9.8%
i	2546386	7.9%
	2348717	7.3%
r	2179380	6.8%
n	2139620	6.6%
a	2062421	6.4%
s	1940740	6.0%
o	1927972	6.0%
t	1711494	5.3%
l	1505812	4.7%
Other values (42)	10669072	33.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	24877529	77.3%
Uppercase Letter	4787752	14.9%
Space Separator	2348717	7.3%
Other Punctuation	122893	0.4%
Dash Punctuation	49290	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3154567	12.7%
i	2546386	10.2%
r	2179380	8.8%
n	2139620	8.6%
a	2062421	8.3%
s	1940740	7.8%
o	1927972	7.7%
t	1711494	6.9%
l	1505812	6.1%
h	896851	3.6%
Other values (15)	4812286	19.3%

Uppercase Letter

Value	Count	Frequency (%)
H	634727	13.3%
P	580074	12.1%
S	414337	8.7%
M	401833	8.4%
C	307655	6.4%
V	297061	6.2%
I	259025	5.4%
B	258234	5.4%
O	225263	4.7%
R	214972	4.5%
Other values (13)	1194571	25.0%

Other Punctuation

Value	Count	Frequency (%)
/	115969	94.4%
.	6924	5.6%

Space Separator

Value	Count	Frequency (%)
	2348717	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	49290	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29665281	92.2%
Common	2520900	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3154567	10.6%
i	2546386	8.6%
r	2179380	7.3%
n	2139620	7.2%
a	2062421	7.0%
s	1940740	6.5%
o	1927972	6.5%
t	1711494	5.8%
l	1505812	5.1%
h	896851	3.0%
Other values (38)	9600038	32.4%

Common

Value	Count	Frequency (%)
	2348717	93.2%
/	115969	4.6%
-	49290	2.0%
.	6924	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32186181	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3154567	9.8%
i	2546386	7.9%
	2348717	7.3%
r	2179380	6.8%
n	2139620	6.6%
a	2062421	6.4%
s	1940740	6.0%
o	1927972	6.0%
t	1711494	5.3%
l	1505812	4.7%
Other values (42)	10669072	33.1%

Assessed Value
Real number (ℝ_≥0)

SKEWED

Distinct	859876
Distinct (%)	35.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	897468.7362

Minimum	1
Maximum	1822089242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.4 MiB

Quantile statistics

Minimum	1
5-th percentile	55196
Q1	208033
median	453528
Q3	817236
95-th percentile	2005363.8
Maximum	1822089242
Range	1822089241
Interquartile range (IQR)	609203

Descriptive statistics

Standard deviation	6680515.448
Coefficient of variation (CV)	7.443730548
Kurtosis	10313.64644
Mean	897468.7362
Median Absolute Deviation (MAD)	289177
Skewness	75.58785394
Sum	2.163658015 × 10¹²
Variance	4.462928665 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200	2220	0.1%
600000	1598	0.1%
3500	1555	0.1%
700000	1488	0.1%
750000	1460	0.1%
650000	1448	0.1%
550000	1396	0.1%
800000	1329	0.1%
1300	1304	0.1%
500000	1186	< 0.1%
Other values (859866)	2395861	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	170	< 0.1%
104	1	< 0.1%
134	3	< 0.1%
136	1	< 0.1%
138	2	< 0.1%
140	1	< 0.1%
142	1	< 0.1%
144	1	< 0.1%
146	1	< 0.1%
148	1	< 0.1%

Value	Count	Frequency (%)
1822089242	1	< 0.1%
1691744881	1	< 0.1%
1336595294	1	< 0.1%
1182540579	1	< 0.1%
1038786917	1	< 0.1%
1018418547	1	< 0.1%
1004555175	1	< 0.1%
998449557	1	< 0.1%
995505871	1	< 0.1%
984858015	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	Year Property Built	Number of Bathrooms	Number of Rooms	Number of Stories	Number of Units	Property Area	Lot Area	Assessor Neighborhood	Assessed Value
0	138	1995.0	4.0	12.0	2.0	2.0	2420.0	2500.0	Hunters Point	335135
1	167	1942.0	0.0	1.0	1.0	0.0	0.0	396.0	Lower Pacific Heights	117011
2	175	2016.0	2.0	6.0	1.0	0.0	957.0	0.0	Hunters Point	780810
3	176	1909.0	1.0	7.0	1.0	1.0	1500.0	5500.0	Excelsior	596720
4	179	1929.0	3.0	8.0	3.0	0.0	3045.0	0.0	Russian Hill	1301167
5	180	1910.0	1.0	5.0	0.0	1.0	1310.0	0.0	Russian Hill	1189283
6	183	1922.0	1.0	4.0	1.0	1.0	968.0	0.0	Telegraph Hill	403799
7	184	1907.0	5.0	16.0	3.0	5.0	2664.0	1149.0	Telegraph Hill	117882
8	185	1907.0	2.0	8.0	2.0	2.0	1915.0	1390.0	North Beach	298191
9	186	1907.0	5.0	11.0	2.0	2.0	2738.0	1441.0	Russian Hill	1613628

Last rows

	Unnamed: 0	Year Property Built	Number of Bathrooms	Number of Rooms	Number of Stories	Number of Units	Property Area	Lot Area	Assessor Neighborhood	Assessed Value
2410835	2666107	2004.0	1.0	3.0	0.0	0.0	982.0	0.0	Mission Bay	856522
2410836	2666108	1979.0	2.0	7.0	0.0	1.0	2180.0	0.0	Noe Valley	970638
2410837	2666109	1954.0	2.0	6.0	1.0	1.0	1434.0	3135.0	Lake Shore	110543
2410838	2666110	1925.0	3.0	10.0	1.0	1.0	2747.0	2622.0	Noe Valley	1325015
2410839	2666111	1995.0	3.0	7.0	1.0	1.0	2545.0	3332.0	Merced Manor	1226932
2410840	2666112	1946.0	2.0	6.0	1.0	1.0	1535.0	2495.0	Merced Heights	321910
2410841	2666113	1937.0	3.0	9.0	1.0	1.0	1837.0	2500.0	Ingleside Heights	411518
2410842	2666114	1975.0	2.0	7.0	1.0	1.0	1904.0	0.0	Lake Shore	945064
2410843	2666115	1939.0	1.0	7.0	1.0	1.0	1897.0	4360.0	Lakeside	1297121
2410844	2666116	1978.0	3.0	7.0	1.0	1.0	2145.0	2500.0	Ingleside Heights	267086

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample

First rows

Last rows